Intelligent-assisted coding technology in review and entry of ICD codes on medical record's first pages
Objective The ICD intelligent-assisted coding system for the first pages of medical records enhances the in-telligent review and entry of ICD codes on medical records through data collection of medical records information,and improving accuracy and efficiency.Methods The coding rule library for the first page of medical records was constructed,clinical informa-tion across systems was obtained,the operation steps of manual coding review and entry was simulated through coding intelligent analysis,and an intelligent system was introduced into coding review and entry.Three coding methods,namely coding manually by coders,by the intelligent coding system,and by a man-machine collaboration,were adopted to conduct coding review and en-try.The coding results were compared between the three methods.Results Compared to manual coding method,the ICD intelli-gent-assisted coding system exhibited the same accuracy and completeness of coding but a significant increase in coding efficien-cy.The method of human-machine collaborative coding had a better improvement in coding accuracy and efficiency as well com-pared with the manual coding.Conclusion Artificial intelligence technology has superiority in coding entry on the first page,through the ICD Intelligent Assisted Coding Review and Entry System.for it can increase the accuracy of review and entry.The method of human-machine collaboration enhance both the efficiency and accuracy in coding review and entry.
First page of medical recordsArtificial intelligenceICDNeoplasms
万方数据
维普
